Factors to Consider When Choosing Reliable Kafka Certification Dumps Source Authenticity One of the most important factors in selecting Kafka certification dumps is ensuring that the source is authentic. Reputable platforms like DumpsArena provide we ll - researched and updated dumps, verified by industry Kafka Certification Dumps professionals. Avoid using random websites that offer free or questionable materials, as they may contain incorrect answers. Up - to - Date Content Kafka technology evolves regularly, and certification exa ms get updated to reflect the latest advancements. Always ensure that the dumps you choose are recent and align with the latest exam syllabus. Reliable sources frequently update their content to keep up with changes in Kafka architecture and best practices 1. What is Apache Kafka primarily used for? A) Database Managemen t B) Message Queuin g C) Streaming Data Processin g D) File Storage 2. Which component in Kafka is responsible for storing and manag ing messages? A) Produce r B) Consume r C) Broke r D) Zookeeper 3. What is the primary role of ZooKeeper in Kafka? A) Data Storag e B) Leader Election and Cluster Managemen t C) Message Processin g D) Load Balancing 4. How does Kafka achieve fault tolerance? A) Replication across multiple broker s B) Using in - memory storag e C) Storing data on a single serve r D) Periodic backup of logs 5. What is a Kafka partition? A) A separate topic in Kafk a B) A way to distribute data across broker s C) A consumer grou p D) A type of Kafka broker 6. What guarantees does Kafka provide regarding message ordering? A) No ordering guarantee s B) Global ordering across partition s C) Ordering within a partitio n D) Ordering across topics 7. Which API is used by Kafka producers to send messa ges? A) Consumer AP I B) Admin AP I C) Producer AP I D) Streams API 8. In Kafka, what is the function of a consumer group? A) To balance producer loa d B) To consume messages in paralle l C) To monitor broker s D) To replicate messages 70% Off Offer Expire Soon >>>>> https://dumpsarena.com/confluent - dumps/ccdak/ 9. What does Kafka retenti on policy determine? A) The maximum number of partition s B) The number of consumers allowe d C) How long messages are store d D) The number of brokers required 10. What does the “acks” configuration in a Kafka producer control? A) The number of brokers in a cluste r B) Message durability guarantee s C) Consumer offset managemen t D) Partition assignment 11. Which of the following correctly describes Kafka’s log compaction? A) Deletes old message s B) Keeps the latest value for a ke y C) Removes duplicate message s D) Compresses logs for storage efficiency 12. How can a Kafka consumer track which messages have been processed? A) By using the producer’s AP I B) By storing data in ZooKeepe r C) By committing offset s D) By configuring the broker settings 13. What happens if a Kafka broker goes down? A) The entire Kafka cluster stop s B) Partitions on the failed broker become unavailable until it restart s C) The partitions are reassigned to available broker s D) All messages are lost 14. Which of the following Kafka tools is used for monitoring and debugging? A) kafka - console - produce r B) kafka - topic s C) kafka - consumer - group s D) kafka - mirror - maker 15. What is Kafka Streams used for? A) Managing Kafka broker s B) Processing real - time data stream s C) Persisting messages to a datab as e D) Creating new Kafka topics 70% Off Offer Expire Soon >>>>> https://dumpsarena.com/confluent - dumps/ccdak/